visualization of CNN in PyTorch

Jupyter meets Vim. Vimmer will fall in love.

Object detection and segmentation for a surgery robot using Mask-RCNN on Python 3, Keras, and TensorFlow..

Following repo is the solution to Stock Market Prediction using Neural Networks and Sentiment Analysis

A replica of the AlphaZero methodology for deep reinforcement learning in Python

How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.

Implementations of some popular Saliency Maps in Keras

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.

Jupyter notebook server extension to proxy web services.

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

Programs for stock prediction and evaluation

Label line using matplotlib.

Multiscale Geographically Weighted Regression (MGWR)

Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

Shifting More Attention to Video Salient Objection Detection, CVPR 2019 (Best paper finalist & Oral)

Tencent Social Ads 2017 contest rank 20

A library to model multivariate data using copulas.

This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.